{
 "metadata": {
  "signature": "sha256:5b373da6af5f564dd30ef8368b8fe2efbd58943cdd44a317c8ccea186d1b40ac"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "strategy",
     "collapsed": true,
     "has_detail": true,
     "id": "2297D96CA3AF45648DEFBD1C1F50D349",
     "input": "########################### \u521d\u59cb\u5316\u914d\u7f6e ###########################\nstart = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\nend = '2017-05-01'    # \u57282017\u5e745\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\nfreq = 'd'            \nrefresh_rate = 1      # \u6bcf\u5929\u8fd0\u884c\u4e00\u6b21 handle_data\n\n############################ \u7b56\u7565\u903b\u8f91 ############################\ndef handle_data(context):\n    # \u9010\u6b65\u904d\u5386 2017-01-01 \u5230 2017-05-01 \u7684\u65f6\u95f4\u533a\u95f4\n    print context.now",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-03 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-04 00:00:00\n2017-01-05 00:00:00\n2017-01-06 00:00:00\n2017-01-09 00:00:00\n2017-01-10 00:00:00\n2017-01-11 00:00:00\n2017-01-12 00:00:00\n2017-01-13 00:00:00\n2017-01-16 00:00:00\n2017-01-17 00:00:00\n2017-01-18 00:00:00\n2017-01-19 00:00:00\n2017-01-20 00:00:00\n2017-01-23 00:00:00\n2017-01-24 00:00:00\n2017-01-25 00:00:00\n2017-01-26 00:00:00\n2017-02-03 00:00:00\n2017-02-06 00:00:00\n2017-02-07 00:00:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-02-08 00:00:00\n2017-02-09 00:00:00\n2017-02-10 00:00:00\n2017-02-13 00:00:00\n2017-02-14 00:00:00\n2017-02-15 00:00:00\n2017-02-16 00:00:00\n2017-02-17 00:00:00\n2017-02-20 00:00:00\n2017-02-21 00:00:00\n2017-02-22 00:00:00\n2017-02-23 00:00:00\n2017-02-24 00:00:00\n2017-02-27 00:00:00\n2017-02-28 00:00:00\n2017-03-01 00:00:00\n2017-03-02 00:00:00\n2017-03-03 00:00:00\n2017-03-06 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n2017-03-07 00:00:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-03-08 00:00:00\n2017-03-09 00:00:00\n2017-03-10 00:00:00\n2017-03-13 00:00:00\n2017-03-14 00:00:00\n2017-03-15 00:00:00\n2017-03-16 00:00:00\n2017-03-17 00:00:00\n2017-03-20 00:00:00\n2017-03-21 00:00:00\n2017-03-22 00:00:00\n2017-03-23 00:00:00\n2017-03-24 00:00:00\n2017-03-27 00:00:00\n2017-03-28 00:00:00\n2017-03-29 00:00:00\n2017-03-30 00:00:00\n2017-03-31 00:00:00\n2017-04-05 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n2017-04-06 00:00:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-04-07 00:00:00\n2017-04-10 00:00:00\n2017-04-11 00:00:00\n2017-04-12 00:00:00\n2017-04-13 00:00:00\n2017-04-14 00:00:00\n2017-04-17 00:00:00\n2017-04-18 00:00:00\n2017-04-19 00:00:00\n2017-04-20 00:00:00\n2017-04-21 00:00:00\n2017-04-24 00:00:00\n2017-04-25 00:00:00\n2017-04-26 00:00:00\n2017-04-27 00:00:00\n2017-04-28 00:00:00\n"
      },
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 1,
       "text": "'{\"information\": -1.56573, \"benchmark_cumulative_return\": {\"1487030400000\": 0.03798185, \"1488499200000\": 0.035582815, \"1483920000000\": 0.0162594208, \"1485129600000\": 0.0163138002, \"1490313600000\": 0.0542339296, \"1490745600000\": 0.0468605753, \"1486080000000\": 0.0164379663, \"1489536000000\": 0.0463925203, \"1488412800000\": 0.0377679579, \"1486944000000\": 0.0381241426, \"1492560000000\": 0.041024706, \"1487808000000\": 0.04931692, \"1483574400000\": 0.0174340145, \"1492732800000\": 0.0473418928, \"1483488000000\": 0.0175920166, \"1484179200000\": 0.0022787962, \"1484611200000\": 0.0049167981, \"1491782400000\": 0.0589285277, \"1490659200000\": 0.0482551031, \"1488153600000\": 0.0411295071, \"1489708800000\": 0.0410032262, \"1489449600000\": 0.0442925717, \"1492473600000\": 0.0461202913, \"1487548800000\": 0.0487335506, \"1485302400000\": 0.0198856161, \"1489622400000\": 0.051789065, \"1488844800000\": 0.0434660058, \"1483401600000\": 0.0097115448, \"1492646400000\": 0.0457593334, \"1486684800000\": 0.0312397189, \"1487635200000\": 0.0521866383, \"1488240000000\": 0.0431194886, \"1488758400000\": 0.0412083571, \"1491350400000\": 0.0585521019, \"1487721600000\": 0.0542814511, \"1485216000000\": 0.0164255799, \"1492992000000\": 0.0366086812, \"1493337600000\": 0.0391748722, \"1492128000000\": 0.0532988468, \"1490054400000\": 0.0472090562, \"1486425600000\": 0.0167983805, \"1491955200000\": 0.0602274385, \"1493078400000\": 0.0395438359, \"1490918400000\": 0.0440969571, \"1492387200000\": 0.0513161763, \"1487203200000\": 0.0395313589, \"1493251200000\": 0.0412797149, \"1486598400000\": 0.026044982, \"1490227200000\": 0.0458892698, \"1484524800000\": 0.0028292359, \"1491436800000\": 0.0616196099, \"1488326400000\": 0.0448197491, \"1491868800000\": 0.0626108545, \"1483660800000\": 0.0113550091, \"1484006400000\": 0.0145588582, \"1485388800000\": 0.0235281251, \"1489968000000\": 0.0421536512, \"1489104000000\": 0.0355915762, \"1490140800000\": 0.0422857326, \"1484697600000\": 0.0088469134, \"1491523200000\": 0.0626517599, \"1486339200000\": 0.0190702282, \"1484870400000\": 0.0135368289, \"1486512000000\": 0.0221163772, \"1484265600000\": 0.002970018, \"1487289600000\": 0.0336429834, \"1484092800000\": 0.0073756503, \"1490572800000\": 0.0507412054, \"1492041600000\": 0.0617764943, \"1487116800000\": 0.0337248545, \"1489363200000\": 0.0447170326, \"1489017600000\": 0.0353051783, \"1490832000000\": 0.0382700605, \"1488931200000\": 0.0418871925, \"1493164800000\": 0.0408153758, \"1487894400000\": 0.0494764328, \"1484784000000\": 0.0058028791}, \"benchmark_annualized_return\": 0.13288, \"turnover_rate\": 0.0, \"max_drawdown\": 0.0, \"beta\": 0.0, \"sharpe\": null, \"alpha\": 0.0, \"volatility\": 0.0, \"annualized_return\": 0.0, \"cumulative_return\": {\"1487030400000\": 0.0, \"1488499200000\": 0.0, \"1483920000000\": 0.0, \"1485129600000\": 0.0, \"1490313600000\": 0.0, \"1490745600000\": 0.0, \"1486080000000\": 0.0, \"1489536000000\": 0.0, \"1488412800000\": 0.0, \"1486944000000\": 0.0, \"1492560000000\": 0.0, \"1487808000000\": 0.0, \"1483574400000\": 0.0, \"1492732800000\": 0.0, \"1483488000000\": 0.0, \"1484179200000\": 0.0, \"1484611200000\": 0.0, \"1491782400000\": 0.0, \"1490659200000\": 0.0, \"1488153600000\": 0.0, \"1489708800000\": 0.0, \"1489449600000\": 0.0, \"1492473600000\": 0.0, \"1487548800000\": 0.0, \"1485302400000\": 0.0, \"1489622400000\": 0.0, \"1488844800000\": 0.0, \"1483401600000\": 0.0, \"1492646400000\": 0.0, \"1486684800000\": 0.0, \"1487635200000\": 0.0, \"1488240000000\": 0.0, \"1488758400000\": 0.0, \"1491350400000\": 0.0, \"1487721600000\": 0.0, \"1485216000000\": 0.0, \"1492992000000\": 0.0, \"1493337600000\": 0.0, \"1492128000000\": 0.0, \"1490054400000\": 0.0, \"1486425600000\": 0.0, \"1491955200000\": 0.0, \"1493078400000\": 0.0, \"1490918400000\": 0.0, \"1492387200000\": 0.0, \"1487203200000\": 0.0, \"1493251200000\": 0.0, \"1486598400000\": 0.0, \"1490227200000\": 0.0, \"1484524800000\": 0.0, \"1491436800000\": 0.0, \"1488326400000\": 0.0, \"1491868800000\": 0.0, \"1483660800000\": 0.0, \"1484006400000\": 0.0, \"1485388800000\": 0.0, \"1489968000000\": 0.0, \"1489104000000\": 0.0, \"1490140800000\": 0.0, \"1484697600000\": 0.0, \"1491523200000\": 0.0, \"1486339200000\": 0.0, \"1484870400000\": 0.0, \"1486512000000\": 0.0, \"1484265600000\": 0.0, \"1487289600000\": 0.0, \"1484092800000\": 0.0, \"1490572800000\": 0.0, \"1492041600000\": 0.0, \"1487116800000\": 0.0, \"1489363200000\": 0.0, \"1489017600000\": 0.0, \"1490832000000\": 0.0, \"1488931200000\": 0.0, \"1493164800000\": 0.0, \"1487894400000\": 0.0, \"1484784000000\": 0.0}}'"
      }
     ],
     "trading_days": "",
     "trusted": true
    },
    {
     "cell_type": "strategy",
     "collapsed": true,
     "has_detail": true,
     "id": "8CBA9592A2114BB3808D724B5911DB3F",
     "input": "########################### \u521d\u59cb\u5316\u914d\u7f6e ###########################\nstart = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\nend = '2017-05-01'    # \u57282017\u5e745\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\nfreq = 'd'\nrefresh_rate = Weekly(1)#2   # \u6bcf\u5468\u7b2c\u4e00\u4e2a\u4ea4\u6613\u65e5\uff08\u6216\u7b2c\u4e8c\uff09\n\n############################ \u7b56\u7565\u903b\u8f91 ############################\ndef handle_data(context):\n    print context.now",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-03 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-09 00:00:00\n2017-01-16 00:00:00\n2017-01-23 00:00:00\n2017-02-03 00:00:00\n2017-02-06 00:00:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-02-13 00:00:00\n2017-02-20 00:00:00\n2017-02-27 00:00:00\n2017-03-06 00:00:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-03-13 00:00:00\n2017-03-20 00:00:00\n2017-03-27 00:00:00\n2017-04-05 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-04-10 00:00:00\n2017-04-17 00:00:00\n2017-04-24 00:00:00\n"
      },
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 2,
       "text": "'{\"information\": -1.56573, \"benchmark_cumulative_return\": {\"1487030400000\": 0.03798185, \"1488499200000\": 0.035582815, \"1483920000000\": 0.0162594208, \"1485129600000\": 0.0163138002, \"1490313600000\": 0.0542339296, \"1490745600000\": 0.0468605753, \"1486080000000\": 0.0164379663, \"1489536000000\": 0.0463925203, \"1488412800000\": 0.0377679579, \"1486944000000\": 0.0381241426, \"1492560000000\": 0.041024706, \"1487808000000\": 0.04931692, \"1483574400000\": 0.0174340145, \"1492732800000\": 0.0473418928, \"1483488000000\": 0.0175920166, \"1484179200000\": 0.0022787962, \"1484611200000\": 0.0049167981, \"1491782400000\": 0.0589285277, \"1490659200000\": 0.0482551031, \"1488153600000\": 0.0411295071, \"1489708800000\": 0.0410032262, \"1489449600000\": 0.0442925717, \"1492473600000\": 0.0461202913, \"1487548800000\": 0.0487335506, \"1485302400000\": 0.0198856161, \"1489622400000\": 0.051789065, \"1488844800000\": 0.0434660058, \"1483401600000\": 0.0097115448, \"1492646400000\": 0.0457593334, \"1486684800000\": 0.0312397189, \"1487635200000\": 0.0521866383, \"1488240000000\": 0.0431194886, \"1488758400000\": 0.0412083571, \"1491350400000\": 0.0585521019, \"1487721600000\": 0.0542814511, \"1485216000000\": 0.0164255799, \"1492992000000\": 0.0366086812, \"1493337600000\": 0.0391748722, \"1492128000000\": 0.0532988468, \"1490054400000\": 0.0472090562, \"1486425600000\": 0.0167983805, \"1491955200000\": 0.0602274385, \"1493078400000\": 0.0395438359, \"1490918400000\": 0.0440969571, \"1492387200000\": 0.0513161763, \"1487203200000\": 0.0395313589, \"1493251200000\": 0.0412797149, \"1486598400000\": 0.026044982, \"1490227200000\": 0.0458892698, \"1484524800000\": 0.0028292359, \"1491436800000\": 0.0616196099, \"1488326400000\": 0.0448197491, \"1491868800000\": 0.0626108545, \"1483660800000\": 0.0113550091, \"1484006400000\": 0.0145588582, \"1485388800000\": 0.0235281251, \"1489968000000\": 0.0421536512, \"1489104000000\": 0.0355915762, \"1490140800000\": 0.0422857326, \"1484697600000\": 0.0088469134, \"1491523200000\": 0.0626517599, \"1486339200000\": 0.0190702282, \"1484870400000\": 0.0135368289, \"1486512000000\": 0.0221163772, \"1484265600000\": 0.002970018, \"1487289600000\": 0.0336429834, \"1484092800000\": 0.0073756503, \"1490572800000\": 0.0507412054, \"1492041600000\": 0.0617764943, \"1487116800000\": 0.0337248545, \"1489363200000\": 0.0447170326, \"1489017600000\": 0.0353051783, \"1490832000000\": 0.0382700605, \"1488931200000\": 0.0418871925, \"1493164800000\": 0.0408153758, \"1487894400000\": 0.0494764328, \"1484784000000\": 0.0058028791}, \"benchmark_annualized_return\": 0.13288, \"turnover_rate\": 0.0, \"max_drawdown\": 0.0, \"beta\": 0.0, \"sharpe\": null, \"alpha\": 0.0, \"volatility\": 0.0, \"annualized_return\": 0.0, \"cumulative_return\": {\"1487030400000\": 0.0, \"1488499200000\": 0.0, \"1483920000000\": 0.0, \"1485129600000\": 0.0, \"1490313600000\": 0.0, \"1490745600000\": 0.0, \"1486080000000\": 0.0, \"1489536000000\": 0.0, \"1488412800000\": 0.0, \"1486944000000\": 0.0, \"1492560000000\": 0.0, \"1487808000000\": 0.0, \"1483574400000\": 0.0, \"1492732800000\": 0.0, \"1483488000000\": 0.0, \"1484179200000\": 0.0, \"1484611200000\": 0.0, \"1491782400000\": 0.0, \"1490659200000\": 0.0, \"1488153600000\": 0.0, \"1489708800000\": 0.0, \"1489449600000\": 0.0, \"1492473600000\": 0.0, \"1487548800000\": 0.0, \"1485302400000\": 0.0, \"1489622400000\": 0.0, \"1488844800000\": 0.0, \"1483401600000\": 0.0, \"1492646400000\": 0.0, \"1486684800000\": 0.0, \"1487635200000\": 0.0, \"1488240000000\": 0.0, \"1488758400000\": 0.0, \"1491350400000\": 0.0, \"1487721600000\": 0.0, \"1485216000000\": 0.0, \"1492992000000\": 0.0, \"1493337600000\": 0.0, \"1492128000000\": 0.0, \"1490054400000\": 0.0, \"1486425600000\": 0.0, \"1491955200000\": 0.0, \"1493078400000\": 0.0, \"1490918400000\": 0.0, \"1492387200000\": 0.0, \"1487203200000\": 0.0, \"1493251200000\": 0.0, \"1486598400000\": 0.0, \"1490227200000\": 0.0, \"1484524800000\": 0.0, \"1491436800000\": 0.0, \"1488326400000\": 0.0, \"1491868800000\": 0.0, \"1483660800000\": 0.0, \"1484006400000\": 0.0, \"1485388800000\": 0.0, \"1489968000000\": 0.0, \"1489104000000\": 0.0, \"1490140800000\": 0.0, \"1484697600000\": 0.0, \"1491523200000\": 0.0, \"1486339200000\": 0.0, \"1484870400000\": 0.0, \"1486512000000\": 0.0, \"1484265600000\": 0.0, \"1487289600000\": 0.0, \"1484092800000\": 0.0, \"1490572800000\": 0.0, \"1492041600000\": 0.0, \"1487116800000\": 0.0, \"1489363200000\": 0.0, \"1489017600000\": 0.0, \"1490832000000\": 0.0, \"1488931200000\": 0.0, \"1493164800000\": 0.0, \"1487894400000\": 0.0, \"1484784000000\": 0.0}}'"
      }
     ],
     "trading_days": ""
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "id": "83CBCA4A53D44CE08F00A1C78597A049",
     "input": [
      "########################### \u521d\u59cb\u5316\u914d\u7f6e ###########################\n",
      "start = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\n",
      "end = '2017-05-01'    # \u57282017\u5e745\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\n",
      "freq = 'd'\n",
      "refresh_rate = Weekly(-1) # \u6bcf\u5468\u6700\u540e\u4e00\u4e2a\u4ea4\u6613\u65e5\n",
      "\n",
      "############################ \u7b56\u7565\u903b\u8f91 ############################\n",
      "def handle_data(context):\n",
      "    print context.now"
     ],
     "language": "python",
     "metadata": {},
     "outputs": []
    },
    {
     "cell_type": "strategy",
     "collapsed": false,
     "id": "5024B40DDFD64C6691CF2E3D341406DF",
     "input": "########################### \u521d\u59cb\u5316\u914d\u7f6e ###########################\nstart = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\nend = '2017-05-01'    # \u57282017\u5e745\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\nfreq = 'd'\nrefresh_rate = Monthly(2) # \u6bcf\u4e2a\u6708\u7684\u7b2c\u4e8c\u4e2a\u4ea4\u6613\u65e5\uff0c\u8fd0\u884c\u7b56\u7565\u4e00\u6b21 \uff08\u6bcf\u6708\u5171\u8fd0\u884c\u7b56\u75651\u6b21\uff09\n\n############################ \u7b56\u7565\u903b\u8f91 ############################\ndef handle_data(context):\n    print context.now",
     "language": "python",
     "metadata": {},
     "outputs": []
    },
    {
     "cell_type": "strategy",
     "collapsed": true,
     "has_detail": true,
     "id": "A43C5A0B1D1647E98E7F344AD5ABCDD9",
     "input": "########################### \u521d\u59cb\u5316\u914d\u7f6e ###########################\nstart = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\nend = '2017-05-01'    # \u57282017\u5e745\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\nfreq = 'm'\nrefresh_rate = (1, ['09:40', '14:50'])   # \u6bcf\u5929\u8fd0\u884c\uff0c\u4f46\u6bcf\u5929\u53ea\u5728\u4e24\u4e2a\u65f6\u95f4\u5206\u949f\u70b9\u4e0a\u8fd0\u884c\u7b56\u7565\uff08\u6bcf\u5929\u5171\u4e24\u6b21\uff09\n\n############################ \u7b56\u7565\u903b\u8f91 ############################\ndef handle_data(context):\n    print context.now",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-03 09:40:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n2017-01-03 14:50:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-04 09:40:00\n2017-01-04 14:50:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-05 09:40:00\n2017-01-05 14:50:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-06 09:40:00\n2017-01-06 14:50:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-09 09:40:00\n2017-01-09 14:50:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-10 09:40:00\n2017-01-10 14:50:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-11 09:40:00\n2017-01-11 14:50:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
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     ],
     "trading_days": ""
    },
    {
     "cell_type": "strategy",
     "collapsed": true,
     "has_detail": true,
     "id": "14EA2A4E4FE4419CBF61A30ED630C81F",
     "input": "########################### \u521d\u59cb\u5316\u914d\u7f6e ###########################\nstart = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\nend = '2017-05-01'    # \u57282017\u5e745\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\nfreq = 'm'\nrefresh_rate = (Weekly(1), ['09:40', '14:50'])   # \u6bcf\u5468\u7b2c\u4e00\u4ea4\u6613\u65e5\uff0c\u5f53\u59292\u4e2a\u65f6\u95f4\u70b9\uff0c\u5206\u522b\u8fd0\u884c\u4e00\u6b21\uff08\u6bcf\u5468\u603b\u5171\u8fd0\u884c\u7b56\u75652\u6b21\uff09\n\n############################ \u7b56\u7565\u903b\u8f91 ############################\ndef handle_data(context):\n    print context.now",
     "language": "python",
     "metadata": {},
     "outputs": [
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       "text": "2017-01-03 09:40:00"
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       "text": "\n2017-01-03 14:50:00\n"
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       "stream": "stdout",
       "text": "2017-01-09 09:40:00\n2017-01-09 14:50:00\n"
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       "text": "2017-01-16 09:40:00\n2017-01-16 14:50:00\n"
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       "text": "2017-01-23 09:40:00\n2017-01-23 14:50:00\n"
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       "text": "2017-02-03 09:40:00\n2017-02-03 14:50:00\n"
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       "stream": "stdout",
       "text": "2017-02-06 09:40:00\n2017-02-06 14:50:00\n"
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       "text": "2017-02-13 09:40:00\n2017-02-13 14:50:00\n"
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       "text": "2017-02-27 09:40:00\n2017-02-27 14:50:00\n"
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       "text": "2017-04-05 09:40:00\n2017-04-05 14:50:00\n"
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       "text": "2017-04-10 09:40:00\n2017-04-10 14:50:00\n"
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       "text": "2017-04-17 09:40:00\n2017-04-17 14:50:00\n"
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-04-24 09:40:00\n2017-04-24 14:50:00\n"
      },
      {
       "metadata": {},
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      }
     ],
     "trading_days": ""
    },
    {
     "cell_type": "strategy",
     "collapsed": true,
     "has_detail": true,
     "id": "CDE70FDE99F646E69A60DB69F8329276",
     "input": "########################### \u521d\u59cb\u5316\u914d\u7f6e ###########################\nstart = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\nend = '2017-05-01'    # \u57282017\u5e745\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\nfreq = 'm'\nrefresh_rate = (1, 1)  # \u6bcf\u5929\u90fd\u8fd0\u884c\uff0c\u65e5\u5185\uff0c\u6bcf\u5206\u949f\u8fd0\u884c\u7b56\u7565\u4e00\u6b21\n\n############################ \u7b56\u7565\u903b\u8f91 ############################\ndef handle_data(context):\n    print context.now",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
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       "stream": "stdout",
       "text": "2017-01-03 09:30:00"
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       "text": "\n2017-01-03 14:24:00\n2017-01-03 14:25:00\n2017-01-03 14:26:00\n2017-01-03 14:27:00\n2017-01-03 14:28:00\n2017-01-03 14:29:00\n2017-01-03 14:30:00\n2017-01-03 14:31:00\n2017-01-03 14:32:00\n2017-01-03 14:33:00\n2017-01-03 14:34:00\n2017-01-03 14:35:00\n2017-01-03 14:36:00\n2017-01-03 14:37:00\n2017-01-03 14:38:00\n2017-01-03 14:39:00\n2017-01-03 14:40:00\n2017-01-03 14:41:00\n2017-01-03 14:42:00\n2017-01-03 14:43:00\n2017-01-03 14:44:00\n2017-01-03 14:45:00\n2017-01-03 14:46:00\n2017-01-03 14:47:00\n2017-01-03 14:48:00\n2017-01-03 14:49:00\n2017-01-03 14:50:00\n2017-01-03 14:51:00\n2017-01-03 14:52:00\n2017-01-03 14:53:00\n2017-01-03 14:54:00\n2017-01-03 14:55:00\n2017-01-03 14:56:00\n2017-01-03 14:57:00\n2017-01-03 14:58:00\n2017-01-03 14:59:00\n"
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       "text": "'{\"information\": -1.56573, \"benchmark_cumulative_return\": {\"1487030400000\": 0.03798185, \"1488499200000\": 0.035582815, \"1483920000000\": 0.0162594208, \"1485129600000\": 0.0163138002, \"1490313600000\": 0.0542339296, \"1490745600000\": 0.0468605753, \"1486080000000\": 0.0164379663, \"1489536000000\": 0.0463925203, \"1488412800000\": 0.0377679579, \"1486944000000\": 0.0381241426, \"1492560000000\": 0.041024706, \"1487808000000\": 0.04931692, \"1483574400000\": 0.0174340145, \"1492732800000\": 0.0473418928, \"1483488000000\": 0.0175920166, \"1484179200000\": 0.0022787962, \"1484611200000\": 0.0049167981, \"1491782400000\": 0.0589285277, \"1490659200000\": 0.0482551031, \"1488153600000\": 0.0411295071, \"1489708800000\": 0.0410032262, \"1489449600000\": 0.0442925717, \"1492473600000\": 0.0461202913, \"1487548800000\": 0.0487335506, \"1485302400000\": 0.0198856161, \"1489622400000\": 0.051789065, \"1488844800000\": 0.0434660058, \"1483401600000\": 0.0097115448, \"1492646400000\": 0.0457593334, \"1486684800000\": 0.0312397189, \"1487635200000\": 0.0521866383, \"1488240000000\": 0.0431194886, \"1488758400000\": 0.0412083571, \"1491350400000\": 0.0585521019, \"1487721600000\": 0.0542814511, \"1485216000000\": 0.0164255799, \"1492992000000\": 0.0366086812, \"1493337600000\": 0.0391748722, \"1492128000000\": 0.0532988468, \"1490054400000\": 0.0472090562, \"1486425600000\": 0.0167983805, \"1491955200000\": 0.0602274385, \"1493078400000\": 0.0395438359, \"1490918400000\": 0.0440969571, \"1492387200000\": 0.0513161763, \"1487203200000\": 0.0395313589, \"1493251200000\": 0.0412797149, \"1486598400000\": 0.026044982, \"1490227200000\": 0.0458892698, \"1484524800000\": 0.0028292359, \"1491436800000\": 0.0616196099, \"1488326400000\": 0.0448197491, \"1491868800000\": 0.0626108545, \"1483660800000\": 0.0113550091, \"1484006400000\": 0.0145588582, \"1485388800000\": 0.0235281251, \"1489968000000\": 0.0421536512, \"1489104000000\": 0.0355915762, \"1490140800000\": 0.0422857326, \"1484697600000\": 0.0088469134, \"1491523200000\": 0.0626517599, \"1486339200000\": 0.0190702282, \"1484870400000\": 0.0135368289, \"1486512000000\": 0.0221163772, \"1484265600000\": 0.002970018, \"1487289600000\": 0.0336429834, \"1484092800000\": 0.0073756503, \"1490572800000\": 0.0507412054, \"1492041600000\": 0.0617764943, \"1487116800000\": 0.0337248545, \"1489363200000\": 0.0447170326, \"1489017600000\": 0.0353051783, \"1490832000000\": 0.0382700605, \"1488931200000\": 0.0418871925, \"1493164800000\": 0.0408153758, \"1487894400000\": 0.0494764328, \"1484784000000\": 0.0058028791}, \"benchmark_annualized_return\": 0.13288, \"turnover_rate\": 0.0, \"max_drawdown\": 0.0, \"beta\": 0.0, \"sharpe\": null, \"alpha\": 0.0, \"volatility\": 0.0, \"annualized_return\": 0.0, \"cumulative_return\": {\"1487030400000\": 0.0, \"1488499200000\": 0.0, \"1483920000000\": 0.0, \"1485129600000\": 0.0, \"1490313600000\": 0.0, \"1490745600000\": 0.0, \"1486080000000\": 0.0, \"1489536000000\": 0.0, \"1488412800000\": 0.0, \"1486944000000\": 0.0, \"1492560000000\": 0.0, \"1487808000000\": 0.0, \"1483574400000\": 0.0, \"1492732800000\": 0.0, \"1483488000000\": 0.0, \"1484179200000\": 0.0, \"1484611200000\": 0.0, \"1491782400000\": 0.0, \"1490659200000\": 0.0, \"1488153600000\": 0.0, \"1489708800000\": 0.0, \"1489449600000\": 0.0, \"1492473600000\": 0.0, \"1487548800000\": 0.0, \"1485302400000\": 0.0, \"1489622400000\": 0.0, \"1488844800000\": 0.0, \"1483401600000\": 0.0, \"1492646400000\": 0.0, \"1486684800000\": 0.0, \"1487635200000\": 0.0, \"1488240000000\": 0.0, \"1488758400000\": 0.0, \"1491350400000\": 0.0, \"1487721600000\": 0.0, \"1485216000000\": 0.0, \"1492992000000\": 0.0, \"1493337600000\": 0.0, \"1492128000000\": 0.0, \"1490054400000\": 0.0, \"1486425600000\": 0.0, \"1491955200000\": 0.0, \"1493078400000\": 0.0, \"1490918400000\": 0.0, \"1492387200000\": 0.0, \"1487203200000\": 0.0, \"1493251200000\": 0.0, \"1486598400000\": 0.0, \"1490227200000\": 0.0, \"1484524800000\": 0.0, \"1491436800000\": 0.0, \"1488326400000\": 0.0, \"1491868800000\": 0.0, \"1483660800000\": 0.0, \"1484006400000\": 0.0, \"1485388800000\": 0.0, \"1489968000000\": 0.0, \"1489104000000\": 0.0, \"1490140800000\": 0.0, \"1484697600000\": 0.0, \"1491523200000\": 0.0, \"1486339200000\": 0.0, \"1484870400000\": 0.0, \"1486512000000\": 0.0, \"1484265600000\": 0.0, \"1487289600000\": 0.0, \"1484092800000\": 0.0, \"1490572800000\": 0.0, \"1492041600000\": 0.0, \"1487116800000\": 0.0, \"1489363200000\": 0.0, \"1489017600000\": 0.0, \"1490832000000\": 0.0, \"1488931200000\": 0.0, \"1493164800000\": 0.0, \"1487894400000\": 0.0, \"1484784000000\": 0.0}}'"
      }
     ],
     "trading_days": ""
    },
    {
     "cell_type": "strategy",
     "collapsed": true,
     "has_detail": true,
     "id": "55DB046F79F24B58BB39765881D70C87",
     "input": "########################### \u521d\u59cb\u5316\u914d\u7f6e ###########################\nstart = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\nend = '2017-05-01'    # \u57282017\u5e745\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\nfreq = 'd'\nrefresh_rate = Monthly(1, 11) # \u6bcf\u6708\u4ea4\u66132\u6b21\uff0c\u5206\u522b\u5728\u7b2c\u4e00\u548c\u7b2c11\u4e2a\u4ea4\u6613\u65e5\n# refresh_rate = (Weekly(1), 5)\n############################ \u7b56\u7565\u903b\u8f91 ############################\ndef handle_data(context):\n    print context.now\n",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-03 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-17 00:00:00\n2017-02-03 00:00:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-02-17 00:00:00\n2017-03-01 00:00:00\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-03-15 00:00:00\n2017-04-05 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-04-19 00:00:00\n"
      },
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 1,
       "text": "'{\"information\": -1.56573, \"benchmark_cumulative_return\": {\"1487030400000\": 0.03798185, \"1488499200000\": 0.035582815, \"1483920000000\": 0.0162594208, \"1485129600000\": 0.0163138002, \"1490313600000\": 0.0542339296, \"1490745600000\": 0.0468605753, \"1486080000000\": 0.0164379663, \"1489536000000\": 0.0463925203, \"1488412800000\": 0.0377679579, \"1486944000000\": 0.0381241426, \"1492560000000\": 0.041024706, \"1487808000000\": 0.04931692, \"1483574400000\": 0.0174340145, \"1492732800000\": 0.0473418928, \"1483488000000\": 0.0175920166, \"1484179200000\": 0.0022787962, \"1484611200000\": 0.0049167981, \"1491782400000\": 0.0589285277, \"1490659200000\": 0.0482551031, \"1488153600000\": 0.0411295071, \"1489708800000\": 0.0410032262, \"1489449600000\": 0.0442925717, \"1492473600000\": 0.0461202913, \"1487548800000\": 0.0487335506, \"1485302400000\": 0.0198856161, \"1489622400000\": 0.051789065, \"1488844800000\": 0.0434660058, \"1483401600000\": 0.0097115448, \"1492646400000\": 0.0457593334, \"1486684800000\": 0.0312397189, \"1487635200000\": 0.0521866383, \"1488240000000\": 0.0431194886, \"1488758400000\": 0.0412083571, \"1491350400000\": 0.0585521019, \"1487721600000\": 0.0542814511, \"1485216000000\": 0.0164255799, \"1492992000000\": 0.0366086812, \"1493337600000\": 0.0391748722, \"1492128000000\": 0.0532988468, \"1490054400000\": 0.0472090562, \"1486425600000\": 0.0167983805, \"1491955200000\": 0.0602274385, \"1493078400000\": 0.0395438359, \"1490918400000\": 0.0440969571, \"1492387200000\": 0.0513161763, \"1487203200000\": 0.0395313589, \"1493251200000\": 0.0412797149, \"1486598400000\": 0.026044982, \"1490227200000\": 0.0458892698, \"1484524800000\": 0.0028292359, \"1491436800000\": 0.0616196099, \"1488326400000\": 0.0448197491, \"1491868800000\": 0.0626108545, \"1483660800000\": 0.0113550091, \"1484006400000\": 0.0145588582, \"1485388800000\": 0.0235281251, \"1489968000000\": 0.0421536512, \"1489104000000\": 0.0355915762, \"1490140800000\": 0.0422857326, \"1484697600000\": 0.0088469134, \"1491523200000\": 0.0626517599, \"1486339200000\": 0.0190702282, \"1484870400000\": 0.0135368289, \"1486512000000\": 0.0221163772, \"1484265600000\": 0.002970018, \"1487289600000\": 0.0336429834, \"1484092800000\": 0.0073756503, \"1490572800000\": 0.0507412054, \"1492041600000\": 0.0617764943, \"1487116800000\": 0.0337248545, \"1489363200000\": 0.0447170326, \"1489017600000\": 0.0353051783, \"1490832000000\": 0.0382700605, \"1488931200000\": 0.0418871925, \"1493164800000\": 0.0408153758, \"1487894400000\": 0.0494764328, \"1484784000000\": 0.0058028791}, \"benchmark_annualized_return\": 0.13288, \"turnover_rate\": 0.0, \"max_drawdown\": 0.0, \"beta\": 0.0, \"sharpe\": null, \"alpha\": 0.0, \"volatility\": 0.0, \"annualized_return\": 0.0, \"cumulative_return\": {\"1487030400000\": 0.0, \"1488499200000\": 0.0, \"1483920000000\": 0.0, \"1485129600000\": 0.0, \"1490313600000\": 0.0, \"1490745600000\": 0.0, \"1486080000000\": 0.0, \"1489536000000\": 0.0, \"1488412800000\": 0.0, \"1486944000000\": 0.0, \"1492560000000\": 0.0, \"1487808000000\": 0.0, \"1483574400000\": 0.0, \"1492732800000\": 0.0, \"1483488000000\": 0.0, \"1484179200000\": 0.0, \"1484611200000\": 0.0, \"1491782400000\": 0.0, \"1490659200000\": 0.0, \"1488153600000\": 0.0, \"1489708800000\": 0.0, \"1489449600000\": 0.0, \"1492473600000\": 0.0, \"1487548800000\": 0.0, \"1485302400000\": 0.0, \"1489622400000\": 0.0, \"1488844800000\": 0.0, \"1483401600000\": 0.0, \"1492646400000\": 0.0, \"1486684800000\": 0.0, \"1487635200000\": 0.0, \"1488240000000\": 0.0, \"1488758400000\": 0.0, \"1491350400000\": 0.0, \"1487721600000\": 0.0, \"1485216000000\": 0.0, \"1492992000000\": 0.0, \"1493337600000\": 0.0, \"1492128000000\": 0.0, \"1490054400000\": 0.0, \"1486425600000\": 0.0, \"1491955200000\": 0.0, \"1493078400000\": 0.0, \"1490918400000\": 0.0, \"1492387200000\": 0.0, \"1487203200000\": 0.0, \"1493251200000\": 0.0, \"1486598400000\": 0.0, \"1490227200000\": 0.0, \"1484524800000\": 0.0, \"1491436800000\": 0.0, \"1488326400000\": 0.0, \"1491868800000\": 0.0, \"1483660800000\": 0.0, \"1484006400000\": 0.0, \"1485388800000\": 0.0, \"1489968000000\": 0.0, \"1489104000000\": 0.0, \"1490140800000\": 0.0, \"1484697600000\": 0.0, \"1491523200000\": 0.0, \"1486339200000\": 0.0, \"1484870400000\": 0.0, \"1486512000000\": 0.0, \"1484265600000\": 0.0, \"1487289600000\": 0.0, \"1484092800000\": 0.0, \"1490572800000\": 0.0, \"1492041600000\": 0.0, \"1487116800000\": 0.0, \"1489363200000\": 0.0, \"1489017600000\": 0.0, \"1490832000000\": 0.0, \"1488931200000\": 0.0, \"1493164800000\": 0.0, \"1487894400000\": 0.0, \"1484784000000\": 0.0}}'"
      }
     ],
     "trading_days": ""
    },
    {
     "cell_type": "strategy",
     "collapsed": false,
     "id": "6C12DD4DB2CA4C5480E0DDDCB38C494B",
     "input": "########################### \u521d\u59cb\u5316\u914d\u7f6e ###########################\nstart = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\nend = '2017-05-01'    # \u57282017\u5e745\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\nfreq = 'm'\nrefresh_rate = (Weekly(1), 5)  # \u6bcf\u5468\u7b2c\u4e00\u4e2a\u4ea4\u6613\u65e5\uff0c\u5728\u5f53\u65e5\u5185\uff0c\u6bcf5\u5206\u949f\u8fd0\u884c\u4e00\u6b21\n############################ \u7b56\u7565\u903b\u8f91 ############################\ndef handle_data(context):\n    print context.now\n",
     "language": "python",
     "metadata": {},
     "outputs": []
    },
    {
     "cell_type": "strategy",
     "collapsed": true,
     "has_detail": true,
     "id": "A954BCDDE3E342A2B76C53C156FFD6FA",
     "input": "start = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\nend = '2017-05-01'    # \u57282017\u5e742\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\nfreq = 'd'\nrefresh_rate = 1\n\n############################ \u7b56\u7565\u903b\u8f91 ############################\ndef handle_data(context):\n    print context.now\n    print context.now.day\n    print context.now.month\n    print context.now.hour\n    print context.now.minute\n    print context.now.second",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-03 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3\n1\n0\n0\n0\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-01-04 00:00:00\n4\n1\n0\n0\n0\n2017-01-05 00:00:00\n5\n1\n0\n0\n0\n2017-01-06 00:00:00\n6\n1\n0\n0\n0\n2017-01-09 00:00:00\n9\n1\n0\n0\n0\n2017-01-10 00:00:00\n10\n1\n0\n0\n0\n2017-01-11 00:00:00\n11\n1\n0\n0\n0\n2017-01-12 00:00:00\n12\n1\n0\n0\n0\n2017-01-13 00:00:00\n13\n1\n0\n0\n0\n2017-01-16 00:00:00\n16\n1\n0\n0\n0\n2017-01-17 00:00:00\n17\n1\n0\n0\n0\n2017-01-18 00:00:00\n18\n1\n0\n0\n0\n2017-01-19 00:00:00\n19\n1\n0\n0\n0\n2017-01-20 00:00:00\n20\n1\n0\n0\n0\n2017-01-23 00:00:00\n23\n1\n0\n0\n0\n2017-01-24 00:00:00\n24\n1\n0\n0\n0\n2017-01-25 00:00:00\n25\n1\n0\n0\n0\n2017-01-26 00:00:00\n26\n1\n0\n0\n0\n2017-02-03 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3\n2\n0\n0\n0\n2017-02-06 00:00:00\n6\n2\n0\n0\n0\n2017-02-07 00:00:00\n7\n2\n0\n0\n0\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-02-08 00:00:00\n8\n2\n0\n0\n0\n2017-02-09 00:00:00\n9\n2\n0\n0\n0\n2017-02-10 00:00:00\n10\n2\n0\n0\n0\n2017-02-13 00:00:00\n13\n2\n0\n0\n0\n2017-02-14 00:00:00\n14\n2\n0\n0\n0\n2017-02-15 00:00:00\n15\n2\n0\n0\n0\n2017-02-16 00:00:00\n16\n2\n0\n0\n0\n2017-02-17 00:00:00\n17\n2\n0\n0\n0\n2017-02-20 00:00:00\n20\n2\n0\n0\n0\n2017-02-21 00:00:00\n21\n2\n0\n0\n0\n2017-02-22 00:00:00\n22\n2\n0\n0\n0\n2017-02-23 00:00:00\n23\n2\n0\n0\n0\n2017-02-24 00:00:00\n24\n2\n0\n0\n0\n2017-02-27 00:00:00\n27\n2\n0\n0\n0\n2017-02-28 00:00:00\n28\n2\n0\n0\n0\n2017-03-01 00:00:00\n1\n3\n0\n0\n0\n2017-03-02 00:00:00\n2\n3\n0\n0\n0\n2017-03-03 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n3\n3\n0\n0\n0\n2017-03-06 00:00:00\n6\n3\n0\n0\n0\n2017-03-07 00:00:00\n7\n3\n0\n0\n0\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-03-08 00:00:00\n8\n3\n0\n0\n0\n2017-03-09 00:00:00\n9\n3\n0\n0\n0\n2017-03-10 00:00:00\n10\n3\n0\n0\n0\n2017-03-13 00:00:00\n13\n3\n0\n0\n0\n2017-03-14 00:00:00\n14\n3\n0\n0\n0\n2017-03-15 00:00:00\n15\n3\n0\n0\n0\n2017-03-16 00:00:00\n16\n3\n0\n0\n0\n2017-03-17 00:00:00\n17\n3\n0\n0\n0\n2017-03-20 00:00:00\n20\n3\n0\n0\n0\n2017-03-21 00:00:00\n21\n3\n0\n0\n0\n2017-03-22 00:00:00\n22\n3\n0\n0\n0\n2017-03-23 00:00:00\n23\n3\n0\n0\n0\n2017-03-24 00:00:00\n24\n3\n0\n0\n0\n2017-03-27 00:00:00\n27\n3\n0\n0\n0\n2017-03-28 00:00:00\n28\n3\n0\n0\n0\n2017-03-29 00:00:00\n29\n3\n0\n0\n0\n2017-03-30 00:00:00\n30\n3\n0\n0\n0\n2017-03-31 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n31\n3\n0\n0\n0\n2017-04-05 00:00:00"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n5\n4\n0\n0\n0\n2017-04-06 00:00:00\n6\n4\n0\n0\n0\n"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "2017-04-07 00:00:00\n7\n4\n0\n0\n0\n2017-04-10 00:00:00\n10\n4\n0\n0\n0\n2017-04-11 00:00:00\n11\n4\n0\n0\n0\n2017-04-12 00:00:00\n12\n4\n0\n0\n0\n2017-04-13 00:00:00\n13\n4\n0\n0\n0\n2017-04-14 00:00:00\n14\n4\n0\n0\n0\n2017-04-17 00:00:00\n17\n4\n0\n0\n0\n2017-04-18 00:00:00\n18\n4\n0\n0\n0\n2017-04-19 00:00:00\n19\n4\n0\n0\n0\n2017-04-20 00:00:00\n20\n4\n0\n0\n0\n2017-04-21 00:00:00\n21\n4\n0\n0\n0\n2017-04-24 00:00:00\n24\n4\n0\n0\n0\n2017-04-25 00:00:00\n25\n4\n0\n0\n0\n2017-04-26 00:00:00\n26\n4\n0\n0\n0\n2017-04-27 00:00:00\n27\n4\n0\n0\n0\n2017-04-28 00:00:00\n28\n4\n0\n0\n0\n"
      },
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 2,
       "text": "'{\"information\": -1.56573, \"benchmark_cumulative_return\": {\"1487030400000\": 0.03798185, \"1488499200000\": 0.035582815, \"1483920000000\": 0.0162594208, \"1485129600000\": 0.0163138002, \"1490313600000\": 0.0542339296, \"1490745600000\": 0.0468605753, \"1486080000000\": 0.0164379663, \"1489536000000\": 0.0463925203, \"1488412800000\": 0.0377679579, \"1486944000000\": 0.0381241426, \"1492560000000\": 0.041024706, \"1487808000000\": 0.04931692, \"1483574400000\": 0.0174340145, \"1492732800000\": 0.0473418928, \"1483488000000\": 0.0175920166, \"1484179200000\": 0.0022787962, \"1484611200000\": 0.0049167981, \"1491782400000\": 0.0589285277, \"1490659200000\": 0.0482551031, \"1488153600000\": 0.0411295071, \"1489708800000\": 0.0410032262, \"1489449600000\": 0.0442925717, \"1492473600000\": 0.0461202913, \"1487548800000\": 0.0487335506, \"1485302400000\": 0.0198856161, \"1489622400000\": 0.051789065, \"1488844800000\": 0.0434660058, \"1483401600000\": 0.0097115448, \"1492646400000\": 0.0457593334, \"1486684800000\": 0.0312397189, \"1487635200000\": 0.0521866383, \"1488240000000\": 0.0431194886, \"1488758400000\": 0.0412083571, \"1491350400000\": 0.0585521019, \"1487721600000\": 0.0542814511, \"1485216000000\": 0.0164255799, \"1492992000000\": 0.0366086812, \"1493337600000\": 0.0391748722, \"1492128000000\": 0.0532988468, \"1490054400000\": 0.0472090562, \"1486425600000\": 0.0167983805, \"1491955200000\": 0.0602274385, \"1493078400000\": 0.0395438359, \"1490918400000\": 0.0440969571, \"1492387200000\": 0.0513161763, \"1487203200000\": 0.0395313589, \"1493251200000\": 0.0412797149, \"1486598400000\": 0.026044982, \"1490227200000\": 0.0458892698, \"1484524800000\": 0.0028292359, \"1491436800000\": 0.0616196099, \"1488326400000\": 0.0448197491, \"1491868800000\": 0.0626108545, \"1483660800000\": 0.0113550091, \"1484006400000\": 0.0145588582, \"1485388800000\": 0.0235281251, \"1489968000000\": 0.0421536512, \"1489104000000\": 0.0355915762, \"1490140800000\": 0.0422857326, \"1484697600000\": 0.0088469134, \"1491523200000\": 0.0626517599, \"1486339200000\": 0.0190702282, \"1484870400000\": 0.0135368289, \"1486512000000\": 0.0221163772, \"1484265600000\": 0.002970018, \"1487289600000\": 0.0336429834, \"1484092800000\": 0.0073756503, \"1490572800000\": 0.0507412054, \"1492041600000\": 0.0617764943, \"1487116800000\": 0.0337248545, \"1489363200000\": 0.0447170326, \"1489017600000\": 0.0353051783, \"1490832000000\": 0.0382700605, \"1488931200000\": 0.0418871925, \"1493164800000\": 0.0408153758, \"1487894400000\": 0.0494764328, \"1484784000000\": 0.0058028791}, \"benchmark_annualized_return\": 0.13288, \"turnover_rate\": 0.0, \"max_drawdown\": 0.0, \"beta\": 0.0, \"sharpe\": null, \"alpha\": 0.0, \"volatility\": 0.0, \"annualized_return\": 0.0, \"cumulative_return\": {\"1487030400000\": 0.0, \"1488499200000\": 0.0, \"1483920000000\": 0.0, \"1485129600000\": 0.0, \"1490313600000\": 0.0, \"1490745600000\": 0.0, \"1486080000000\": 0.0, \"1489536000000\": 0.0, \"1488412800000\": 0.0, \"1486944000000\": 0.0, \"1492560000000\": 0.0, \"1487808000000\": 0.0, \"1483574400000\": 0.0, \"1492732800000\": 0.0, \"1483488000000\": 0.0, \"1484179200000\": 0.0, \"1484611200000\": 0.0, \"1491782400000\": 0.0, \"1490659200000\": 0.0, \"1488153600000\": 0.0, \"1489708800000\": 0.0, \"1489449600000\": 0.0, \"1492473600000\": 0.0, \"1487548800000\": 0.0, \"1485302400000\": 0.0, \"1489622400000\": 0.0, \"1488844800000\": 0.0, \"1483401600000\": 0.0, \"1492646400000\": 0.0, \"1486684800000\": 0.0, \"1487635200000\": 0.0, \"1488240000000\": 0.0, \"1488758400000\": 0.0, \"1491350400000\": 0.0, \"1487721600000\": 0.0, \"1485216000000\": 0.0, \"1492992000000\": 0.0, \"1493337600000\": 0.0, \"1492128000000\": 0.0, \"1490054400000\": 0.0, \"1486425600000\": 0.0, \"1491955200000\": 0.0, \"1493078400000\": 0.0, \"1490918400000\": 0.0, \"1492387200000\": 0.0, \"1487203200000\": 0.0, \"1493251200000\": 0.0, \"1486598400000\": 0.0, \"1490227200000\": 0.0, \"1484524800000\": 0.0, \"1491436800000\": 0.0, \"1488326400000\": 0.0, \"1491868800000\": 0.0, \"1483660800000\": 0.0, \"1484006400000\": 0.0, \"1485388800000\": 0.0, \"1489968000000\": 0.0, \"1489104000000\": 0.0, \"1490140800000\": 0.0, \"1484697600000\": 0.0, \"1491523200000\": 0.0, \"1486339200000\": 0.0, \"1484870400000\": 0.0, \"1486512000000\": 0.0, \"1484265600000\": 0.0, \"1487289600000\": 0.0, \"1484092800000\": 0.0, \"1490572800000\": 0.0, \"1492041600000\": 0.0, \"1487116800000\": 0.0, \"1489363200000\": 0.0, \"1489017600000\": 0.0, \"1490832000000\": 0.0, \"1488931200000\": 0.0, \"1493164800000\": 0.0, \"1487894400000\": 0.0, \"1484784000000\": 0.0}}'"
      }
     ],
     "trading_days": ""
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "id": "D909BD9206BE43768B9956C9CD71EF5A",
     "input": [
      "start = '2017-01-01'  # \u57282017\u5e741\u67081\u65e5\u5f00\u59cb\u56de\u6d4b\n",
      "end = '2017-05-01'    # \u57282017\u5e742\u67081\u65e5\u7ed3\u675f\u56de\u6d4b\n",
      "freq = 'd'\n",
      "refresh_rate = 1\n",
      "\n",
      "############################ \u7b56\u7565\u903b\u8f91 ############################\n",
      "def handle_data(context):\n",
      "    yesterday = context.previous_date"
     ],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}